| Indicator | University Z-score | Average country Z-score |
|---|---|---|
|
Multi-affiliation
|
-0.728 | -0.253 |
|
Retracted Output
|
-0.118 | 0.054 |
|
Institutional Self-Citation
|
-0.264 | 0.155 |
|
Discontinued Journals Output
|
-0.303 | -0.195 |
|
Hyperauthored Output
|
-0.754 | 0.622 |
|
Leadership Impact Gap
|
-1.124 | 0.371 |
|
Hyperprolific Authors
|
-1.413 | 0.402 |
|
Institutional Journal Output
|
-0.268 | -0.260 |
|
Redundant Output
|
-1.186 | 0.506 |
Panteion University of Social and Political Sciences demonstrates a remarkably robust scientific integrity profile, with an overall score of -0.503 that indicates a very low exposure to research integrity risks. The institution consistently outperforms national averages, showcasing exceptional governance and control in areas where the national system shows vulnerability. Key strengths are evident in the near-total absence of risk signals related to impact dependency (Gap between Impact of total output and the impact of output with leadership), hyperprolific authorship, and redundant publications (Salami Slicing). This strong performance aligns with the university's notable academic standing, particularly in thematic areas such as Psychology (ranked 9th in Greece), Arts and Humanities (11th), and Economics, Econometrics and Finance (13th), according to SCImago Institutions Rankings data. While a specific mission statement was not localized for this analysis, the university's documented commitment to ethical research practices provides a solid foundation for any mission centered on academic excellence and social responsibility. This low-risk profile ensures that its contributions are not only impactful but also trustworthy, reinforcing its reputation. It is recommended that the university leverages this documented integrity as a strategic asset to attract international talent, secure competitive funding, and solidify its position as a high-quality, reliable academic partner.
The institution's Z-score of -0.728 is notably lower than the national average of -0.253, indicating a prudent and well-managed approach to academic affiliations. This suggests that the university's processes are more rigorous than the national standard. While multiple affiliations are often a legitimate result of collaboration, the university's lower rate demonstrates effective oversight, successfully avoiding the potential for strategic inflation of institutional credit or “affiliation shopping” that can be a concern elsewhere.
With a Z-score of -0.118, the institution displays strong resilience against the medium-risk trend seen at the national level (Z-score: 0.054). This suggests that the university's internal quality control mechanisms are effective in mitigating systemic risks present in its environment. Retractions can be complex, but a rate significantly below the national average points to a healthy integrity culture where pre-publication supervision and methodological rigor are strong, preventing the kind of recurring issues that might otherwise lead to a higher volume of retracted work.
The university demonstrates institutional resilience with a Z-score of -0.264, contrasting sharply with the national medium-risk Z-score of 0.155. This indicates that the institution's research impact is validated by the broader scientific community, successfully avoiding the national tendency towards creating 'echo chambers.' While some self-citation reflects the natural progression of research, the university's low value confirms that its academic influence is built on external scrutiny rather than being artificially inflated by endogamous dynamics.
The institution exhibits a prudent profile, managing its publication strategies with more rigor than its national peers, as shown by its Z-score of -0.303 compared to the country's -0.195. This lower rate of publication in discontinued journals is a positive signal of the university's due diligence in selecting dissemination channels. It indicates a strong commitment to channeling its scientific production through reputable media that meet international standards, thereby protecting its resources and reputation from the severe risks associated with 'predatory' or low-quality publishing.
With a Z-score of -0.754, the institution shows effective filtering of the medium-risk practices observed nationally (Z-score: 0.622). In fields like social sciences, where massive author lists are not the norm, this low score is a clear indicator of a commitment to transparency and accountability in authorship. It suggests that the university's control mechanisms successfully prevent author list inflation, ensuring that credit is assigned based on meaningful contribution and that 'honorary' authorship practices are kept in check.
The university's Z-score of -1.124 represents a state of preventive isolation from the medium-risk dynamics seen across the country (Z-score: 0.371). This exceptionally low score is a powerful indicator of scientific autonomy and sustainability. It demonstrates that the institution's prestige is not dependent on external collaborations where it does not hold an intellectual leadership role. Instead, its impact is structural and derived from genuine internal capacity, a hallmark of a mature and self-sufficient research institution.
The institution maintains a research culture that is disconnected from the national environment's vulnerabilities, with a Z-score of -1.413 against the country's medium-risk score of 0.402. This near-absence of hyperprolific authors signals a healthy balance between productivity and quality. It suggests the university fosters an environment where meaningful intellectual contribution is valued over sheer publication volume, effectively mitigating risks such as coercive authorship or superficial research that can arise from a "publish or perish" pressure.
A state of integrity synchrony is observed, with the institution's Z-score of -0.268 being in total alignment with the country's secure environment (Z-score: -0.260). This shared low reliance on in-house journals is a sign of a mature academic system. It confirms that the university's research output consistently undergoes independent, external peer review, which is essential for global visibility and validation, and avoids potential conflicts of interest or the use of internal channels as 'fast tracks' for publication.
The institution shows a clear preventive isolation from national risk patterns, with its Z-score of -1.186 standing in stark contrast to the country's medium-risk score of 0.506. This indicates that the university's research culture strongly discourages the practice of fragmenting studies into 'minimal publishable units.' By promoting the publication of coherent and complete bodies of work, the institution upholds the integrity of the scientific record and prioritizes the generation of significant new knowledge over the artificial inflation of productivity metrics.
